Variational Bayesian Multinomial Probit Regression with Gaussian Process Priors. It estimates class membership posterior probability employing variational and sparse approximation to the full posterior. This software also incorporates feature weighting by means of Automatic Relevance Determination.
| Version: | 1.14.0 |
| Depends: | R (≥ 2.5) |
| Suggests: | Biobase (≥ 2.5.5), statmod |
| Published: | 2009-11-13 |
| Author: | Nicola Lama, Mark Girolami |
| Maintainer: | Nicola Lama <nicola.lama at unina2.it> |
| License: | GPL (≥ 2) |
| URL: | http://bioinformatics.oxfordjournals.org/cgi/content/short/btm535v1 |
| CRAN checks: | vbmp results |
| Package source: | vbmp_1.14.0.tar.gz |
| MacOS X binary: | vbmp_1.14.0.tgz |
| Windows binary: | vbmp_1.14.0.zip |
| Reference manual: | vbmp.pdf |
| Vignettes: |
vbmp Tutorial |
| Old sources: | vbmp archive |
| Reverse suggests: | caret |